What Is Machine Learning | Frenly Shoes

Machine learning (ML) is a field of study in [[artificial-intelligence|artificial intelligence]] that focuses on developing statistical algorithms capable of learning from data and generalizing to unseen data, allowing computers to perform tasks without explicit programming instructions. This field is a subset of [[computer-science|computer science]] and has its roots in [[mathematics|mathematics]], with a focus on developing algorithms that can improve their performance on a task over time. The study of machine learning is closely related to [[data-mining|data mining]] and [[data-analysis|data analysis]], as it relies heavily on the exploration and analysis of large datasets. With the rise of [[deep-learning|deep learning]], a subdiscipline of machine learning, [[neural-networks|neural networks]] have become a crucial tool in achieving state-of-the-art performance in various tasks.